Vertex AI
WebsiteVertex AI is Google Cloud's comprehensive machine learning platform that enables businesses to build, deploy, and scale AI models effortlessly.
Vertex AI vs Zepl:
a side-by-side comparison for 2024
Comparing two data science notebooks.
Zepl
WebsiteNotebook-powered analytics for enterprise teams.
Vertex AI
Zepl
Setup
Fully managed (setup in hours)
Fully managed (setup in hours)
Can you self-host?
Can you self-host?
You can self-host (setup in hours)
No, you must use a managed offering
Features
Is it Jupyter compatible?
Is it Jupyter compatible?
Jupyter-compatible
Unknown
Programming languages
Programming languages
SQL
JS
Julia
R
Python
Python
R
What kind of data sources can you connect to?
What kind of data sources can you connect to?
Provided file storage
Unknown
What kind of data visualization can you do?
What kind of data visualization can you do?
UI for building charts
Unknown
Reactivity
Reactivity
Reactivity with caveats
Unknown
Notebook scheduling is built in
Notebook scheduling is built in
Management
Reproducibility
Reproducibility
Unknown
Environments are reproducible by default
No version history
Version history is built in
Multiple editors at the same time
Multiple editors at the same time
Comments
Comments
No support for comments
Comment on items within a notebook
Notebook organization
Notebook organization
View notebooks in a list
Unknown
Licensing
License
License
Proprietary
Proprietary
Price
Price
Free tier
Pay for compute
Unknown